Design and development of facial recognitionbased library management system (FRLMS)
In this paper we propose a facial recognitionbased library management system namely Facial Recognition based Library Management System (FRLMS). This system aims to improve the user experience on library authentication process through facial recognition algorithm. This process would be simple and e...
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| Main Authors: | , , , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English English |
| Published: |
Institute of Electrical and Electronics Engineers Inc.
2019
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/79715/1/79715_Design%20and%20development%20of%20facial_article_conf.%20article.pdf http://irep.iium.edu.my/79715/2/79715_Design%20and%20development%20of%20facial_scopus.pdf http://irep.iium.edu.my/79715/ https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8691086 |
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| Summary: | In this paper we propose a facial recognitionbased library management system namely Facial Recognition based
Library Management System (FRLMS). This system aims to improve the user experience on library authentication
process through facial recognition algorithm. This process would be simple and efficient as the authentication process
is performed seamlessly. For the purpose of this study, feature extraction and image classification are obtained using
OpenCV and TensorFlow, where the average recognition accuracy reaches up to 92.15% |
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